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2020 – today
- 2024
[c6]Lisang Ding, Ziang Chen, Xinshang Wang, Wotao Yin:
Efficient Algorithms for Sum-Of-Minimum Optimization. ICML 2024- [i8]Ziang Chen, Jialin Liu, Xiaohan Chen, Xinshang Wang, Wotao Yin:
Rethinking the Capacity of Graph Neural Networks for Branching Strategy. CoRR abs/2402.07099 (2024) - [i7]Ziang Chen, Xiaohan Chen, Jialin Liu, Xinshang Wang, Wotao Yin:
Expressive Power of Graph Neural Networks for (Mixed-Integer) Quadratic Programs. CoRR abs/2406.05938 (2024) - 2023
- [c5]Ziang Chen
, Jianfeng Lu, Huajie Qian, Xinshang Wang, Wotao Yin:
HeteRSGD: Tackling Heterogeneous Sampling Costs via Optimal Reweighted Stochastic Gradient Descent. AISTATS 2023: 10732-10781 - [c4]Ziang Chen, Jialin Liu, Xinshang Wang, Wotao Yin:
On Representing Linear Programs by Graph Neural Networks. ICLR 2023 - [c3]Ziang Chen, Jialin Liu, Xinshang Wang, Wotao Yin:
On Representing Mixed-Integer Linear Programs by Graph Neural Networks. ICLR 2023 - [i6]Haoyu Wang, Jialin Liu, Xiaohan Chen, Xinshang Wang, Pan Li, Wotao Yin:
DIG-MILP: a Deep Instance Generator for Mixed-Integer Linear Programming with Feasibility Guarantee. CoRR abs/2310.13261 (2023) - 2022
- [j6]Wang Chi Cheung, Will Ma, David Simchi-Levi, Xinshang Wang:
Inventory Balancing with Online Learning. Manag. Sci. 68(3): 1776-1807 (2022) - [i5]Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng Lu, Wotao Yin:
On Representing Linear Programs by Graph Neural Networks. CoRR abs/2209.12288 (2022) - [i4]Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng Lu, Wotao Yin:
On Representing Mixed-Integer Linear Programs by Graph Neural Networks. CoRR abs/2210.10759 (2022) - 2021
- [j5]Rong Jin, David Simchi-Levi, Li Wang, Xinshang Wang, Sen Yang:
Shrinking the Upper Confidence Bound: A Dynamic Product Selection Problem for Urban Warehouses. Manag. Sci. 67(8): 4756-4771 (2021) - [c2]Yu-Hang Zhou, Peng Hu, Chen Liang, Huan Xu, Guangda Huzhang, Yinfu Feng, Qing Da, Xinshang Wang, Anxiang Zeng:
A Primal-Dual Online Algorithm for Online Matching Problem in Dynamic Environments. AAAI 2021: 11160-11167 - 2020
- [j4]Guillermo Gallego, Anran Li, Van-Anh Truong, Xinshang Wang:
Approximation Algorithms for Product Framing and Pricing. Oper. Res. 68(1): 134-160 (2020) - [j3]Clifford Stein, Van-Anh Truong, Xinshang Wang:
Advance Service Reservations with Heterogeneous Customers. Manag. Sci. 66(7): 2929-2950 (2020)
2010 – 2019
- 2019
- [i3]Zeyuan Allen-Zhu, David Simchi-Levi, Xinshang Wang:
The Lingering of Gradients: How to Reuse Gradients over Time. CoRR abs/1901.02871 (2019) - [i2]Rong Jin, David Simchi-Levi, Li Wang, Xinshang Wang, Sen Yang:
Conservative Exploration for Semi-Bandits with Linear Generalization: A Product Selection Problem for Urban Warehouses. CoRR abs/1903.07844 (2019) - 2018
- [j2]Xinshang Wang, Van-Anh Truong:
Multi-Priority Online Scheduling with Cancellations. Oper. Res. 66(1): 104-122 (2018) - [c1]Zeyuan Allen-Zhu, David Simchi-Levi, Xinshang Wang:
The Lingering of Gradients: How to Reuse Gradients Over Time. NeurIPS 2018: 1252-1261 - [i1]Wang Chi Cheung, Will Ma, David Simchi-Levi, Xinshang Wang:
Inventory Balancing with Online Learning. CoRR abs/1810.05640 (2018) - 2017
- [j1]Retsef Levi, Robin Roundy, Van-Anh Truong, Xinshang Wang:
Provably Near-Optimal Balancing Policies for Multi-Echelon Stochastic Inventory Control Models. Math. Oper. Res. 42(1): 256-276 (2017)
Coauthor Index
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